public void map(LongWritable key, Text value, Context context)
throws IOException, InterruptedException {
String line = value.toString();
StringTokenizer tokenizer = new StringTokenizer(line);
while (tokenizer.hasMoreTokens()) {
word.set(tokenizer.nextToken());
if (word.toString().length() == 7) {
context.write(word, one);
}
}
}
@Override
protected void reduce(Text key, Iterable<Text> vals, Context ctx) {
String name = null;
String year = null;
for (Text xx : vals) {
String[] parts = xx.toString().split("=");
if (parts[0].equals("name")) {
name = parts[1];
}
if (parts[0].equals("year")) {
year = parts[1];
}
}
try {
if (name != null && year != null) {
ctx.write(new Text(year), new Text(name));
}
} catch (Exception ee) {
ee.printStackTrace(System.err);
throw new Error("I give up");
}
}
public void reduce(Text key, Iterable<IntWritable> values, Context context)
throws IOException, InterruptedException {
int sum = 0;
boolean filtered = true;
String keypair = key.toString();
String[] keys = keypair.split(" ");
if (keys.length == 1) {
filtered = false;
} else {
if (keys[0].equals("*") || keys[1].equals("*")) {
filtered = false;
}
}
if (!filtered) {
for (IntWritable val : values) {
sum += val.get();
}
context.write(key, new IntWritable(sum));
return;
}
for (IntWritable val : values) {
if (val.get() == -1) {
filtered = false;
continue;
}
sum += val.get();
}
// filter non-needed events
if (filtered) return;
context.write(key, new IntWritable(sum));
}
public void map(LongWritable key, Text value, Context context)
throws IOException, InterruptedException {
String line = value.toString();
String[] arr = line.split(",");
word.set(arr[0]);
context.write(word, one);
}
public void map(LongWritable key, Text value, Context context)
throws IOException, InterruptedException {
System.out.println("HELLO" + key + value);
String line = value.toString();
String[] components = line.split("\\s+");
context.write(new Text(components[0]), new Text(components[1]));
}
// Identity
public void reduce(Text key, Iterable<Text> values, Context context)
throws IOException, InterruptedException {
System.out.println("I'm in Job1 reduce");
for (Text val : values) {
System.out.println("job1:redInp:-" + val.toString());
context.write(new Text(""), val);
}
}
public void map(LongWritable key, Text value, Context context)
throws IOException, InterruptedException {
Text word = new Text();
StringTokenizer s = new StringTokenizer(value.toString());
while (s.hasMoreTokens()) {
word.set(s.nextToken());
context.write(word, one);
}
}
public void map(LongWritable key, Text value, Context context)
throws IOException, InterruptedException {
String line = value.toString();
String[] currentUserTuples = line.split("::");
int currentAgeValue = Integer.parseInt(currentUserTuples[2].trim());
if (currentUserTuples[1].trim().equalsIgnoreCase("M") && currentAgeValue <= targetAge) {
context.write(new Text("UserId :: " + currentUserTuples[0].trim()), one);
}
}
public void map(LongWritable key, Text value, Context context)
throws IOException, InterruptedException {
// read in a document (point in 58-dimensional space)
List<Double> p = GetPoint(value.toString());
int idxClosestCentoid = IndexOfClosestCentroid(p);
context.write(new IntWritable(idxClosestCentoid), value);
}
@Override
public void map(Object key, Text value, Context context)
throws IOException, InterruptedException {
String line = value.toString();
StringTokenizer tokenizer = new StringTokenizer(line);
int movieId = Integer.parseInt(tokenizer.nextToken());
while (tokenizer.hasMoreTokens()) {
String word = tokenizer.nextToken();
context.write(new Text("1"), new IntWritable(1));
}
}
public void reduce(Text key, Iterable<Text> values, Context context)
throws IOException, InterruptedException {
String input[];
double result = 0.0;
/* adds all the values corresponding to a key */
for (Text value : values) {
result += Double.parseDouble(value.toString());
}
context.write(null, new Text(key + "," + Double.toString(result)));
}
public void map(
Text key,
Text val,
org.apache.hadoop.mapreduce.Mapper<Text, Text, Text, Text>.Context context)
throws IOException, InterruptedException {
int i = 0, n = 0, j = 0, lj = 0, hj = 0;
String tem = "";
initStopWordsMap(); // initialize the stop list
String line = val.toString();
StringTokenizer itr =
new StringTokenizer(line.toLowerCase(), tokenDelimiter); // set delimiter
n = itr.countTokens();
cache = new String[n];
for (i = 0; i < n; i++) {
cache[i] = new String(""); // initialize the cache
}
i = 0;
while (itr.hasMoreTokens()) {
cache[i] = itr.nextToken(); // padding the cache with the words of the content
i++;
}
for (i = 0; i < n; i++) {
keyWord = cache[i];
keyWord = keyWord.trim();
if (!hmStopWord.containsKey(keyWord)) {
lj = i - 10;
hj = i + 10;
if (lj < 0) lj = 0;
if (hj > n) hj = n;
tem = " ";
for (j = lj; j < hj; j++) tem += cache[j] + " ";
location = new Text();
location.set(key.toString() + tem);
context.write(new Text(keyWord), location);
}
}
}
public void reduce(LongWritable key, Iterable<Text> values, Context context)
throws IOException, InterruptedException {
LongWritable curNodeId = key;
double previousPRValue = 1;
double nextPRValue = 0;
double localResidual = 0;
String edgeListOfCurNode = "";
long localResidualTransformed = 0;
for (Text value : values) {
String[] inputInfo = value.toString().split("\\s+");
// incoming pagerank value
if (inputInfo.length == 1) {
nextPRValue += Double.parseDouble(inputInfo[0]);
}
// current node info
else if (inputInfo.length == 3) {
edgeListOfCurNode = inputInfo[2];
previousPRValue = Double.parseDouble(inputInfo[1]);
} else if (inputInfo.length == 2) {
previousPRValue = Double.parseDouble(inputInfo[1]);
} else {
System.out.println("ERROR: received unexpected TEXT in length");
}
}
if (previousPRValue == 1) System.out.println("No node info has been received by a reducer");
// calculate the pagerank value according to the given formula
nextPRValue = pagerankFormula(nextPRValue);
// should also iterate sink nodes list, add the evenly splitted value
// reducer should store the updated node info(NPR) to output directory
context.write(null, new Text(curNodeId + " " + nextPRValue + " " + edgeListOfCurNode));
// then compare PPR with NPR
try {
localResidual = Math.abs(previousPRValue - nextPRValue) / nextPRValue;
localResidualTransformed = (long) (localResidual * 10000);
// System.out.println("Make sure you got the right transformed residual :
// "+localResidualTransformed);
} catch (ArithmeticException e) {
System.out.println("PPR is zero. Check where you get the value!");
}
// assume there is a global counter called residualCounter;
context.getCounter(myCounter.ResidualCounter.RESIDUAL_SUM).increment(localResidualTransformed);
}
public void reduce(IntWritable key, Iterable<Text> values, Context context)
throws IOException, InterruptedException {
List<Double> newCentroid = null;
int numPoints = 0;
for (Text value : values) {
++numPoints;
List<Double> p = GetPoint(value.toString());
if (newCentroid == null) {
// initialize the new centroid to the first element
newCentroid = new ArrayList<Double>(p);
} else {
for (int i = 0; i < newCentroid.size(); i++) {
newCentroid.set(i, newCentroid.get(i) + p.get(i));
}
}
}
// now the newCentroid contains the sum of all the points
// so to get the average of all the points, we need to
// divide each entry by the total number of points
for (int i = 0; i < newCentroid.size(); i++) {
newCentroid.set(i, newCentroid.get(i) / (double) numPoints);
}
// now create a string containing all the new centroid's coordinates
String s = null;
for (Double d : newCentroid) {
if (s == null) {
s = d.toString();
} else {
s += " " + d.toString();
}
}
newCentroids.add(s);
if (newCentroids.size() == 10) {
WriteNewCentroids(context);
}
// output the centroid ID and the centroid data
context.write(key, new Text(s));
}
public void map(LongWritable key, Text value, Context context)
throws IOException, InterruptedException {
String line = value.toString();
String[] currentMovieTuples = line.split("::");
String[] inMovieList = inMovies.split(",");
for (String s : inMovieList) {
if (currentMovieTuples[1].trim().equalsIgnoreCase(s))
context.write(
new Text(
"Movie :: "
+ currentMovieTuples[1].trim()
+ " Genre :: "
+ currentMovieTuples[2].trim()),
one);
}
}
public void map(LongWritable key, Text value, Context context)
throws IOException, InterruptedException {
Configuration c = context.getConfiguration();
String s = value.toString();
String input[] = s.split(",");
Text outputkey = new Text();
Text outputvalue = new Text();
double result = 0.0;
/* multiplies matrix and vector entry with matching column value */
result = (Double.parseDouble(input[2])) * (vector.get(Long.parseLong(input[1])));
outputkey.set(input[0]);
outputvalue.set(Double.toString(result));
context.write(outputkey, outputvalue);
}
public void map(Object key, Text value, Context context)
throws IOException, InterruptedException {
String file = value.toString();
String[] lines = file.split("\n");
for (String line : lines) {
if (line.contains("<author>") && line.contains("</author>")) {
String author = line.substring(8, line.indexOf("</a"));
word.set(author);
context.write(word, one);
} else if (line.contains("<author>")) {
String author = line.substring(8);
word.set(author);
context.write(word, one);
}
}
}
@Override
public void map(LongWritable key, Text value, Context context)
throws IOException, InterruptedException {
String str = "1\t" + value.toString();
Kvector vector = Kvector.fromString(str);
int code = -1, d = Integer.MAX_VALUE;
for (Kvector e : m_kVectors) {
int t = vector.distance(e);
if (t < d) {
d = t;
code = e.code;
}
}
context.write(new KcodeWritable(code), new Text(str));
}
public void reduce(
Text key,
Iterable<Text> values,
org.apache.hadoop.mapreduce.Reducer<Text, Text, Text, InvertedListWritable>.Context context)
throws IOException, InterruptedException {
InvertedListWritable invertedList = new InvertedListWritable();
for (Text k : values) {
StringTokenizer itr = new StringTokenizer(k.toString());
url = "";
abs = "";
if (itr.hasMoreTokens()) url = itr.nextToken();
while (itr.hasMoreTokens()) {
abs += itr.nextToken() + " ";
}
dr = new ListURL(url, abs);
invertedList.paddingValueKey(dr);
}
invertedList.quickSortNodeKey();
context.write(key, invertedList);
}
public void map(LongWritable key, Text value, Context context)
throws IOException, InterruptedException {
String line = value.toString();
splitposition = line.indexOf("\t");
labels = line.substring(0, splitposition);
content = line.substring(splitposition + 1, line.length());
if (content.length() <= 5) {
word.set(labels);
int counter = Integer.parseInt(content);
context.write(word, new IntWritable(counter));
return;
}
labeltokens = labels.split(",");
contenttokens = tokenizeDoc(content);
for (String label : labelspace) {
for (String token : contenttokens) {
// filter token, denotes the needed events;
word.set(label + " " + token);
context.write(word, new IntWritable(-1));
}
}
}
public void write(DataOutput out) throws IOException {
out.writeUTF(leftBigram.toString());
out.writeUTF(rightBigram.toString());
}
// The input video files are split into chunks of 64MB here...
public void map(Object key, Text value, Context context)
throws IOException, InterruptedException {
String line = value.toString();
System.out.println("job1:mapInp:-" + line);
String[] info = line.split(" ");
info[0] = info[0].trim();
info[1] = info[1].trim();
String lstfnames = "", fname = "";
try {
Configuration config = new Configuration();
FileSystem hdfs = FileSystem.get(config);
String prefixPath = "", fnm = "";
Pattern x = Pattern.compile("(.*)/(.*)");
Matcher xm = x.matcher(info[0]);
while (xm.find()) {
prefixPath = xm.group(1);
fnm = xm.group(2);
}
String dst = "/home/" + fnm; // dst is path of the file on local system.
hdfs.copyToLocalFile(new Path(info[0]), new Path(dst));
Process p = Runtime.getRuntime().exec("ffmpeg -i " + dst);
String s;
BufferedReader stdError = new BufferedReader(new InputStreamReader(p.getErrorStream()));
Pattern D = Pattern.compile("Duration:[ ]*([0-9]+):([0-9]+):([0-9]+)");
long time = 0; // "time" is the duration of the input video file
long sps = 0; // "sps" is the number of seconds(duration) of each video split
while ((s = stdError.readLine()) != null) {
Matcher md = D.matcher(s);
while (md.find()) {
time =
Long.parseLong(md.group(1)) * 3600
+ Long.parseLong(md.group(2)) * 60
+ Long.parseLong(md.group(3));
}
}
Process p1 = Runtime.getRuntime().exec("du -s " + dst);
BufferedReader stdInput1 = new BufferedReader(new InputStreamReader(p1.getInputStream()));
String s1 = "", size = ""; // "size" is the size of input video file
while ((s1 = stdInput1.readLine()) != null) {
String s11[] = s1.split("\t");
size = s11[0];
}
sps = (64 * 1024) * time / (Long.parseLong(size)); // chunk size is 64MB
String hr, min, sc;
hr = Long.toString((sps / 3600));
min = Long.toString((sps % 3600) / 60);
sc = Long.toString(sps % 60);
if (hr.length() < 2) hr = "0" + hr;
if (min.length() < 2) min = "0" + min;
if (sc.length() < 2) sc = "0" + sc;
String splt = hr + ":" + min + ":" + sc;
String query =
"mencoder -oac copy -ovc copy -ss "; // building query to split the input video file
String app = "", inpExt = "";
Pattern xx = Pattern.compile("(.*)\\.(.*)");
Matcher xxm = xx.matcher(dst);
while (xxm.find()) {
fname = xxm.group(1);
inpExt = xxm.group(2);
}
String[] tmpArr = fname.split("/");
String hdfsFname = "";
long stSrt = 0;
int cnt = 0;
while (true) {
if (stSrt > time) break;
if (stSrt + sps > time) {
long t = time - stSrt;
hr = Long.toString((t / 3600));
min = Long.toString((t % 3600) / 60);
sc = Long.toString(t % 60);
if (hr.length() < 2) hr = "0" + hr;
if (min.length() < 2) min = "0" + min;
if (sc.length() < 2) sc = "0" + sc;
splt = hr + ":" + min + ":" + sc;
}
cnt++;
hr = Long.toString((stSrt / 3600));
min = Long.toString((stSrt % 3600) / 60);
sc = Long.toString(stSrt % 60);
if (hr.length() < 2) hr = "0" + hr;
if (min.length() < 2) min = "0" + min;
if (sc.length() < 2) sc = "0" + sc;
app =
hr
+ ":"
+ min
+ ":"
+ sc
+ " -endPos "
+ splt
+ " "
+ dst
+ " -o "
+ fname
+ "_"
+ Integer.toString(cnt)
+ "."
+ inpExt;
Process p2 = Runtime.getRuntime().exec(query + app);
String ls_str = "";
DataInputStream ls_in = new DataInputStream(p2.getInputStream());
while ((ls_str = ls_in.readLine()) != null) {}
p2.destroy();
String[] tmpArr1 = fnm.split("\\.");
hdfs.copyFromLocalFile(
true,
true,
new Path(fname + "_" + Integer.toString(cnt) + "." + inpExt),
new Path(prefixPath + "/" + tmpArr1[0] + "_" + Integer.toString(cnt) + "." + inpExt));
lstfnames +=
prefixPath + "/" + tmpArr1[0] + "_" + Integer.toString(cnt) + "." + inpExt + " #!# ";
stSrt += sps;
}
Runtime rt1 = Runtime.getRuntime();
String[] cmd1 = {"/bin/bash", "-c", "rm " + dst}; // delete the file after use
Process pr1 = rt1.exec(cmd1);
pr1.waitFor();
lstfnames += "*" + info[1];
context.write(
new Text(fname),
new Text(
lstfnames)); // "fname" contains name of the input video file with
// extension(eg.".avi") removed #### "lstfnames" is a string, contains
// all the names of video splits(concatenated)
System.out.println("lstfnames : " + lstfnames);
} catch (IOException e) {
System.out.println("exception happened - here's what I know: ");
e.printStackTrace();
System.exit(-1);
}
}
// merge the converted files here
public void reduce(Text key, Iterable<Text> values, Context context)
throws IOException, InterruptedException {
System.out.println("I'm in Job2 reduce");
Configuration config = new Configuration();
FileSystem hdfs = FileSystem.get(config);
try {
String out = "";
for (Text t : values) {
out = t.toString();
out = out.trim();
System.out.println("job2:redInp:-" + out);
break;
}
String[] outl = out.split(" #!# ");
Pattern x = Pattern.compile("(.*)/(.*)\\.(.*)");
Matcher xm = x.matcher(outl[0]);
String prefixPath = "", fnm = "", ext = "";
while (xm.find()) {
prefixPath = xm.group(1);
fnm = xm.group(2);
ext = xm.group(3);
}
String foutname = fnm.split("_")[0];
foutname += "." + ext;
String query = "mencoder -oac copy -ovc copy";
int cnt = 0;
for (String st : outl) {
cnt++;
hdfs.copyToLocalFile(
true,
new Path(st),
new Path("/home/" + fnm.split("_")[0] + "_" + Integer.toString(cnt) + "." + ext));
query += " " + "/home/" + fnm.split("_")[0] + "_" + Integer.toString(cnt) + "." + ext;
}
query += " -o " + "/home/" + foutname;
Process p2 =
Runtime.getRuntime().exec(query); // query for merging the video files is executed here
String ls_str = "";
DataInputStream ls_in = new DataInputStream(p2.getInputStream());
while ((ls_str = ls_in.readLine()) != null) {}
p2.destroy();
hdfs.copyFromLocalFile(
true, true, new Path("/home/" + foutname), new Path(prefixPath + "/" + foutname));
cnt = 0;
String dlt1 = "";
for (String st3 : outl) {
cnt++;
dlt1 += " " + "/home/" + fnm.split("_")[0] + "_" + Integer.toString(cnt) + "." + ext;
}
Runtime rt1 = Runtime.getRuntime();
String[] cmd1 = {"/bin/bash", "-c", "rm" + dlt1}; // delete the files after use
Process pr1 = rt1.exec(cmd1);
pr1.waitFor();
context.write(new Text(""), new Text(prefixPath + "/" + foutname));
} catch (IOException e) {
System.out.println("exception happened - here's what I know: ");
e.printStackTrace();
System.exit(-1);
}
}
protected void reduce(Text key, Iterable<Text> values, Context context)
throws IOException, InterruptedException {
Iterator<Text> itr = values.iterator();
Text input = new Text();
String[] inputTokens = null;
// initialize/reset all variables
Double pageRankOld = 0.0;
Double residualError = 0.0;
String output = "";
Integer maxNode = 0;
ArrayList<String> temp = new ArrayList<String>();
Double tempBC = 0.0;
vList.clear();
newPR.clear();
BE.clear();
BC.clear();
nodeDataMap.clear();
while (itr.hasNext()) {
input = itr.next();
inputTokens = input.toString().split(" ");
// if first element is PR, it is the node ID, previous pagerank and outgoing edgelist for this
// node
if (inputTokens[0].equals("PR")) {
String nodeID = inputTokens[1];
pageRankOld = Double.parseDouble(inputTokens[2]);
newPR.put(nodeID, pageRankOld);
NodeData node = new NodeData();
node.setNodeID(nodeID);
node.setPageRank(pageRankOld);
if (inputTokens.length == 4) {
node.setEdgeList(inputTokens[3]);
node.setDegrees(inputTokens[3].split(",").length);
}
vList.add(nodeID);
nodeDataMap.put(nodeID, node);
// keep track of the max nodeID for this block
if (Integer.parseInt(nodeID) > maxNode) {
maxNode = Integer.parseInt(nodeID);
}
// if BE, it is an in-block edge
} else if (inputTokens[0].equals("BE")) {
if (BE.containsKey(inputTokens[2])) {
// Initialize BC for this v
temp = BE.get(inputTokens[2]);
} else {
temp = new ArrayList<String>();
}
temp.add(inputTokens[1]);
BE.put(inputTokens[2], temp);
// if BC, it is an incoming node from outside of the block
} else if (inputTokens[0].equals("BC")) {
if (BC.containsKey(inputTokens[2])) {
// Initialize BC for this v
tempBC = BC.get(inputTokens[2]);
} else {
tempBC = 0.0;
}
tempBC += Double.parseDouble(inputTokens[3]);
BC.put(inputTokens[2], tempBC);
}
}
int i = 0;
do {
i++;
residualError = IterateBlockOnce();
// System.out.println("Block " + key + " pass " + i + " resError:" + residualError);
} while (residualError > threshold);
// i < maxIterations &&
// compute the ultimate residual error for each node in this block
residualError = 0.0;
for (String v : vList) {
NodeData node = nodeDataMap.get(v);
residualError += Math.abs(node.getPageRank() - newPR.get(v)) / newPR.get(v);
}
residualError = residualError / vList.size();
// System.out.println("Block " + key + " overall resError for iteration: " + residualError);
// add the residual error to the counter that is tracking the overall sum (must be expressed as
// a long value)
long residualAsLong = (long) Math.floor(residualError * PageRankBlock.precision);
long numberOfIterations = (long) (i);
context.getCounter(PageRankBlock.ProjectCounters.RESIDUAL_ERROR).increment(residualAsLong);
context
.getCounter(PageRankBlock.ProjectCounters.AVERAGE_ITERATIONS)
.increment(numberOfIterations);
// output should be
// key:nodeID (for this node)
// value:<pageRankNew> <degrees> <comma-separated outgoing edgeList>
for (String v : vList) {
NodeData node = nodeDataMap.get(v);
output = newPR.get(v) + " " + node.getDegrees() + " " + node.getEdgeList();
Text outputText = new Text(output);
Text outputKey = new Text(v);
context.write(outputKey, outputText);
if (v.equals(maxNode.toString())) {
System.out.println("Block:" + key + " | node:" + v + " | pageRank:" + newPR.get(v));
}
}
cleanup(context);
}
// Video splts are converted to target format here...
public void map(Object key, Text value, Context context)
throws IOException, InterruptedException {
try {
Configuration config = new Configuration();
FileSystem hdfs = FileSystem.get(config);
String st = value.toString();
st = st.trim();
System.out.println("job2:mapInp:-" + st);
String[] fmt = st.split(" #!# \\*");
String[] lst = fmt[0].split(" #!# ");
String out = "", dlt = "";
int flag = 1;
for (String st1 : lst) {
Pattern x = Pattern.compile("(.*)/(.*)");
Matcher xm = x.matcher(st1);
String prefixPath = "", fnm = "", inpExt = "";
while (xm.find()) {
prefixPath = xm.group(1);
fnm = xm.group(2);
}
String[] tmpArr = fnm.split("\\.");
fnm = tmpArr[0];
inpExt = tmpArr[1];
hdfs.copyToLocalFile(true, new Path(st1), new Path("/home/" + fnm + "." + inpExt));
String fname = "/home/" + fnm;
if (flag == 1) {
flag = 0;
out += prefixPath + "/" + fnm + "." + fmt[1];
} else {
out += " #!# " + prefixPath + "/" + fnm + "." + fmt[1];
}
if (fmt[1].equals("mpg") || fmt[1].equals("mpeg") || fmt[1].equals("mp4")) {
Process p =
Runtime.getRuntime()
.exec(
"mencoder -of mpeg -ovc lavc -lavcopts vcodec=mpeg1video -oac copy "
+ "/home/"
+ fnm
+ "."
+ inpExt
+ " -o "
+ fname
+ "."
+ fmt[1]);
String ls_str = "";
DataInputStream ls_in = new DataInputStream(p.getInputStream());
while ((ls_str = ls_in.readLine()) != null) {}
p.destroy();
dlt += " /home/" + fnm + "." + inpExt;
} else if (fmt[1].equals("avi")) {
Process p =
Runtime.getRuntime()
.exec(
"mencoder -ovc lavc -oac mp3lame -o "
+ fname
+ "."
+ fmt[1]
+ " "
+ "/home/"
+ fnm
+ "."
+ inpExt);
String ls_str = "";
DataInputStream ls_in = new DataInputStream(p.getInputStream());
while ((ls_str = ls_in.readLine()) != null) {}
p.destroy();
dlt += " /home/" + fnm + "." + inpExt;
} else {
// TBD
System.out.println("Unsupported target format!!!!!");
}
hdfs.copyFromLocalFile(
true,
true,
new Path(fname + "." + fmt[1]),
new Path(prefixPath + "/" + fnm + "." + fmt[1]));
}
Runtime rt1 = Runtime.getRuntime();
String[] cmd1 = {"/bin/bash", "-c", "rm" + dlt}; // delete the files after use
Process pr1 = rt1.exec(cmd1);
pr1.waitFor();
System.out.println("Job2 mapOut:" + out);
context.write(new Text(lst[0]), new Text(out));
System.out.println(out);
} catch (IOException e) {
System.out.println("exception happened - here's what I know: ");
e.printStackTrace();
System.exit(-1);
}
}